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Operation Aptitude
In Development, Evolved
Evolved to InLearning
A mastery-based assessment framework that goes beyond grades—leveraging “environment” classroom clues (participation patterns, behavioral signals, engagement metrics) to model each student’s probability of success and guide personalized interventions.
The Gap
Traditional grading overlooks environmental factors and mastery signals, offering only reactive snapshots of student performance without predicting or guiding future success.
Introducing
Predictive mastery assessment engine
By blending environmental cues with mastery metrics, Aptitude transforms assessment from a static snapshot into a dynamic roadmap—anticipating challenges and personalizing interventions before students fall behind.
Core functionality
Captures environment signals (participation, engagement, behaviors)
Feeds them into a nested, gear-driven statistical model
Quantifies mastery likelihood with both numeric and narrative scores
Automatically surfaces targeted support recommendations
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